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I present a quick and sound method for the robustness verification of a sortof quantum classifiers who are Linear Sound. Since quantum machine learning hasbeen put into practice in relevant fields and Linear Sound Property, LSP is apervasive property, the method could be universally applied. I implemented mymethod with a Quantum Convolutional Neural Network, QCNN using MindQuantum,Huawei and successfully verified its robustness when classifying MNIST dataset.

The Robustness Verification of Linear Sound Quantum Classifiers